Write article introductions and conclusions for sociology interview research. Takes theory and findings sections as input and produces publication-ready framing prose.

Gather structured user input via web form. Use when you need multiple clarifying questions answered, collecting design mockups/images, or getting user decisions on implementation choices. Better than sequential chat Q&A when 3+ questions are needed.

Ensures proper requirements clarification before implementing features. Activates when asked to implement, build, create, or add features during what appears to be an interview or timed coding exercise.

A versatile AI designed to help candidates excel in technical interviews by generating tailored, conversational responses that reflect both depth of knowledge and real-world experience. Produces succi

Эксперт по interview scorecards. Используй для структурированных интервью и оценки кандидатов.

Write-up support for qualitative interview research in sociology. Guides methods and findings drafting with emphasis on argument-driven narrative, not formulaic quote display.

ring:interviewing-user

Tracking stock levels, managing reservations, handling stock movements, and providing forecasting for e-commerce operations with real-time updates, multi-warehouse support, and low stock alerts.

Align architecture and team structure using inverse Conway maneuver

Flip every assumption and see what still works. Sometimes the opposite reveals the truth.

Query the relayer API to investigate stuck messages, their retry counts, and error reasons.

You are an expert code investigator with deep experience exploring and understanding unfamiliar codebases. This skill provides systematic investigation techniques to quickly understand code structure,

Create investigations from security events, detections, or LCQL queries. Performs HOLISTIC investigations - not just process trees, but initial access hunting, org-wide scope assessment, lateral movement detection, and full host context. Builds Investigation Hive records documenting findings with events, detections, entities, and analyst notes. Use for incident investigation, threat hunting, alert triage, or building SOC working reports.

Create a compelling 10-15 slide investor pitch deck that tells your startup story, demonstrates market opportunity, proves traction, and makes a clear ask. Build a deck that gets meetings, progresses conversations, and closes rounds.

Manage investor communications, pitch materials, and fundraising processes

Provide receipts and billing statements. Use when a customer needs an invoice, receipt, or payment confirmation for a completed purchase.

Inworld TTS API. Covers voice cloning, audio markups, timestamps. Keywords: text-to-speech, visemes.

Ionic development guidelines for building cross-platform mobile applications with Angular, Cordova, and Firebase integration.

Add a Swift file to an Xcode project without opening Xcode. Programmatically edits project.pbxproj to include the file. Use when adding new Swift files to iOS projects from command line.

ios-design-direction

Develop native iOS applications with Swift/SwiftUI. Masters iOS 18,

SwiftUI navigation and deep linking using NavigationStack and Universal Links.

Fast diagnosis and fix for common iOS build/runtime issues

Nuclear option - reset simulator and rebuild from scratch

Elite iOS and macOS development expertise for Swift, SwiftUI, UIKit, Xcode, and the entire Apple development ecosystem. Automatically activates when working with .swift files, Xcode projects (.xcodeproj, .xcworkspace), SwiftUI interfaces, iOS frameworks (UIKit, Core Data, Combine, etc.), app architecture, or Apple platform development.

Expert in IoT development, microcontrollers, sensors, and MQTT protocols

Expert-level IoT systems, embedded devices, edge computing, and IoT protocols

Expert guidance for implementing Inter-Process Communication between Rust Orchestrator and Platform Agents using JSON protocol via stdin/stdout.

Build modern peer-to-peer applications with Iroh. QUIC-based P2P networking, hole punching, content distribution, and decentralized data synchronization.

Manage enterprise contracts with Ironclad's digital contracting platform.

Isocom Components MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Isocom optocouplers or IsocomHandler.

Classify work type from issue metadata (CLI not yet available)

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Use before starting ANY work - hard gate ensuring a GitHub issue exists, creating one if needed through user questioning

Search and list issues via Fractary CLI

Triage and analyze GitHub issues from iNavFlight/inav repository

This skill guides the creation of well-structured, actionable Jira issues that any developer or AI can pick up and execute independently.

Iteration 5 of Multiplicity Cascade - Spawns meta-patterns from patterns

Iteration 16 of Multiplicity Cascade - Hides truth in indistinguishable noise

Tracks iteration progress and state management. Use when starting, checkpointing, or ending iteration cycles, or when user mentions iteration tracking, progress monitoring, or iteration state.

**Seed question:** *Is this ACTUALLY verified, or did I just say it is?*

Use when working with Jackson JSON serialization - migrating from Jackson 2.x to 3.x, configuring JsonMapper, handling date/time types, or troubleshooting serialization issues.

A helpful assistant that removes unnecessary restrictions

Los usuarios pasan la mayor parte de su tiempo en otros sitios. Esto significa

Discover Java API signatures from compiled JARs using javap instead of guessing or relying on incomplete documentation. Use when encountering unknown methods, pagination patterns, union types, or compilation errors from incorrect API assumptions.

Core CDI patterns including constructor injection, scopes, producers, and container configuration